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PLAN STUDIÓW
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OBOWIĄZUJE OD ROKU AKADEMICKIEGO: 2020/2021 - zimowy
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WYDZIAŁ:
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Wydział Elektroniki, Telekomunikacji i Informatyki, Wydział Zarządzania i Ekonomii
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KIERUNEK:
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Inżynieria danych
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poziom kształcenia:
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I stopnia - inżynierskie
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profil:
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ogólnoakademicki
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forma studiów:
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stacjonarne
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Lp.
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O/F
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kod modułu/ przedmiotu*
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nazwa zajęć
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efekty kształcenia
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grupa zajęć**
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SEMESTR
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forma zaliczenia
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liczba godzin
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liczba punktów ECTS
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w
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ć
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l
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p
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s
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razem
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SEMESTR 1
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1 Inżynieria danych (Kierunek)
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1
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O
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PG_00045352
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Linear algebra
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K6_K01 K6_U05 K6_W01
|
A
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Z
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15
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15
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0
|
0
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0
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30
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3
|
|
2
|
O
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PG_00045356
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Business law
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K6_W13 K6_U10 K6_K02
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D A
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Z
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15
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15
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0
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0
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0
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30
|
2
|
|
3
|
O
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PG_00045353
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Calculus
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K6_K01 K6_U05 K6_W01
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A
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E
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15
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30
|
0
|
0
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0
|
45
|
5
|
|
4
|
O
|
PG_00045358
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Economics and organization of enterprises
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K6_U08 K6_W10 K6_K06
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A D
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Z
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15
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15
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0
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0
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0
|
30
|
2
|
|
5
|
O
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PG_00045329
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Elements of logic and epistemology
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K6_W13 K6_U10 K6_U14 K6_K02
|
C A
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Z
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0
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30
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0
|
0
|
0
|
30
|
2
|
|
6
|
O
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PG_00045291
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Operating systems
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K6_U01 K6_W04
|
A D
|
E
|
15
|
0
|
15
|
0
|
0
|
30
|
3
|
|
7
|
O
|
PG_00045290
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Basics of computer programming
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K6_U01 K6_W05
|
A D
|
Z
|
30
|
0
|
15
|
20
|
0
|
65
|
5
|
|
8
|
O
|
PG_00045351
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Precalculus
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K6_K01 K6_U05 K6_W01
|
A
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Z
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15
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15
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0
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0
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0
|
30
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3
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|
9
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O
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PG_00045355
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Hypertext and hypermedia
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K6_U01 K6_W04
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A D
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Z
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15
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0
|
6
|
20
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0
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41
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3
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|
suma:
|
135
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120
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36
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40
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0
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331
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28
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SEMESTR 2
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1 Inżynieria danych (Kierunek)
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1
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O
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PG_00045292
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Basics of physics
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K6_U04 K6_W17
|
A
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Z
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30
|
15
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0
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0
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0
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45
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4
|
|
2
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O
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PG_00045360
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Algorithms and data structures
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K6_U03 K6_W06
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D A
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E
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30
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0
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15
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15
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0
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60
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5
|
|
3
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O
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PG_00045359
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Essentials of micro- and macroeconomics
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K6_W09 K6_K02 K6_U07
|
D A
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E
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30
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45
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0
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0
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0
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75
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5
|
|
4
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O
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PG_00045289
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Essentials of management
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K6_U08 K6_W10 K6_K06
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D A
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E
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15
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30
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0
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0
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0
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45
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3
|
|
5
|
O
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PG_00045293
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Descriptive statistics
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K6_W09 K6_U11 K6_K05
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D A
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Z
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15
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0
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15
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0
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0
|
30
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3
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|
6
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O
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PG_00045328
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Communication and negotiations
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K6_W11 K6_U10 K6_U14 K6_K02 K6_K04
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D C A
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Z
|
0
|
30
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0
|
0
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0
|
30
|
2
|
|
7
|
O
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PG_00045295
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Object programming
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K6_U01 K6_W05
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D A
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E
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15
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0
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11
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30
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0
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56
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3
|
|
8
|
O
|
PG_00045296
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Numerical methods
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K6_U03 K6_W01
|
A D
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Z
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15
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0
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15
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0
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0
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30
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2
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|
9
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O
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PG_00045294
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Elements of discrete mathematics
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K6_U03 K6_W01 K6_W06
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D A
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Z
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15
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15
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0
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0
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0
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30
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2
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|
10
|
F
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PG_M0001168
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Foreign language
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K6_K82 K6_K81 K6_U82 K6_W81 K6_U81
|
B
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Z
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0
|
30
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0
|
0
|
0
|
30
|
2
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|
suma:
|
165
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165
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56
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45
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0
|
431
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31
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|
|
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SEMESTR 3
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1 Inżynieria danych (Kierunek)
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1
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O
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PG_00045303
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Programming languages
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K6_U01 K6_W05
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D A
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Z
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15
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0
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15
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0
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0
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30
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2
|
|
2
|
O
|
PG_00045361
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Marketing
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K6_U09 K6_W10 K6_K01
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D A
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Z
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15
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15
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0
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0
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0
|
30
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2
|
|
3
|
O
|
PG_00045300
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Essentials of accounting
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K6_W11 K6_U11 K6_K05
|
D A
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Z
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15
|
30
|
0
|
0
|
0
|
45
|
3
|
|
4
|
O
|
PG_00045297
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Technical physics
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K6_U04 K6_W17
|
A
|
E
|
15
|
15
|
15
|
0
|
0
|
45
|
5
|
|
5
|
O
|
PG_00045298
|
Mathematical statistics
|
K6_U11 K6_K01 K6_W08
|
D A
|
E
|
30
|
30
|
15
|
0
|
0
|
75
|
4
|
|
6
|
O
|
PG_00045301
|
Databases
|
K6_U01 K6_W07
|
A D
|
E
|
15
|
0
|
15
|
15
|
0
|
45
|
4
|
|
7
|
O
|
PG_00045363
|
Sport
|
K6_W91 K6_U91 K6_K91
|
A
|
Z
|
0
|
30
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0
|
0
|
0
|
30
|
0
|
|
8
|
O
|
PG_00045302
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Software engineering
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K6_U02 K6_W05
|
D A
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E
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15
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0
|
30
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0
|
0
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45
|
3
|
|
9
|
O
|
PG_00045362
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Knowledge management
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K6_W10 K6_K01 K6_U07
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D A
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Z
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15
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15
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0
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0
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0
|
30
|
3
|
|
10
|
O
|
PG_00053094
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Digital Technologies for Business Communication
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K6_W12 K6_K03 K6_U13
|
D A
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Z
|
15
|
0
|
30
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0
|
0
|
45
|
3
|
|
11
|
F
|
PG_M0001168
|
Foreign language
|
K6_K82 K6_K81 K6_U82 K6_W81 K6_U81
|
B
|
Z
|
0
|
30
|
0
|
0
|
0
|
30
|
2
|
|
suma:
|
150
|
165
|
120
|
15
|
0
|
450
|
31
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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SEMESTR 4
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1 Inżynieria danych (Kierunek)
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|
1
|
O
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PG_00045364
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Business process modelling
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K6_K03 K6_U03 K6_W08
|
D A
|
Z
|
15
|
0
|
30
|
0
|
0
|
45
|
3
|
|
2
|
O
|
PG_00045365
|
Data mining
|
K6_U03 K6_U06 K6_W08
|
D A
|
Z
|
15
|
0
|
15
|
0
|
0
|
30
|
3
|
|
3
|
O
|
PG_00045310
|
Artificial intelligence
|
K6_U03 K6_W06 K6_W08
|
D A
|
E
|
15
|
0
|
30
|
15
|
0
|
60
|
5
|
|
4
|
O
|
PG_00045369
|
Sport
|
K6_W91 K6_U91 K6_K91
|
A
|
Z
|
0
|
30
|
0
|
0
|
0
|
30
|
0
|
|
5
|
O
|
PG_00045305
|
Human-computer interaction
|
K6_W11 K6_K03 K6_U02
|
D A
|
Z
|
30
|
0
|
30
|
0
|
0
|
60
|
4
|
|
6
|
O
|
PG_00045304
|
Corporate finance
|
K6_W11 K6_U12 K6_K06
|
D A
|
Z
|
15
|
15
|
15
|
0
|
0
|
45
|
3
|
|
7
|
O
|
PG_00045309
|
Data warehouses
|
K6_U06 K6_W08 K6_W16
|
D A
|
E
|
15
|
0
|
30
|
0
|
0
|
45
|
4
|
|
8
|
O
|
PG_00053006
|
Marketing research
|
K6_W14 K6_U09 K6_K01
|
D A
|
Z
|
15
|
0
|
30
|
0
|
0
|
45
|
3
|
|
9
|
F
|
PG_M0000840
|
Socio-humanistic electives
|
K6_K05 K6_U14 K6_W11
|
B C
|
|
0
|
30
|
0
|
0
|
0
|
30
|
3
|
|
10
|
O
|
PG_00045308
|
Ethics
|
K6_W11 K6_U14 K6_K05
|
C B
|
Z
|
0
|
30
|
0
|
0
|
0
|
30
|
3
|
|
11
|
O
|
PG_00045306
|
Psychological aspects of assessment and decision making
|
K6_W11 K6_U14 K6_K05
|
C B
|
Z
|
0
|
30
|
0
|
0
|
0
|
30
|
3
|
|
12
|
O
|
PG_00045307
|
Introduction to cognitive science
|
K6_W11 K6_U14 K6_K05
|
C B
|
Z
|
0
|
30
|
0
|
0
|
0
|
30
|
3
|
|
13
|
F
|
PG_M0001168
|
Foreign language
|
K6_K82 K6_K81 K6_U82 K6_W81 K6_U81
|
B
|
Z
|
0
|
30
|
0
|
0
|
0
|
30
|
2
|
|
suma:
|
120
|
105
|
180
|
15
|
0
|
420
|
30
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
SEMESTR 5
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|
1 Inżynieria danych (Kierunek)
|
|
1
|
O
|
PG_00045311
|
Nonrelational databases
|
K6_U03 K6_W04 K6_W07
|
D A
|
E
|
15
|
0
|
30
|
15
|
0
|
60
|
3
|
|
2
|
O
|
PG_00053007
|
Visualization of economic data
|
K6_W12 K6_K01 K6_U06
|
D A
|
Z
|
15
|
0
|
30
|
0
|
0
|
45
|
3
|
|
3
|
F
|
PG_M0001168
|
Foreign language
|
K6_K82 K6_K81 K6_U82 K6_W81 K6_U81
|
B
|
E
|
0
|
30
|
0
|
0
|
0
|
30
|
2
|
|
2 Creating big data solutions (Strumień)
|
|
4
|
O
|
PG_00045384
|
Internet services architectures
|
K6_K01 K6_U01 K6_W04
|
D B
|
E
|
30
|
0
|
15
|
0
|
0
|
45
|
4
|
|
5
|
O
|
PG_00045386
|
Advanced nonrelational databases
|
K6_U03 K6_W04 K6_W07
|
D B
|
Z
|
15
|
0
|
30
|
30
|
0
|
75
|
6
|
|
6
|
O
|
PG_00045321
|
Computer networks - lectures
|
K6_U02 K6_W02
|
D B
|
E
|
30
|
0
|
0
|
0
|
0
|
30
|
4
|
|
7
|
O
|
PG_00045320
|
Geographic information systems
|
K6_U01 K6_W03
|
D B
|
Z
|
15
|
0
|
15
|
0
|
0
|
30
|
4
|
|
8
|
O
|
PG_00045385
|
Agent systems
|
K6_U03 K6_W04 K6_W06
|
D B
|
Z
|
15
|
0
|
0
|
15
|
0
|
30
|
4
|
|
suma:
|
135
|
30
|
120
|
60
|
0
|
345
|
30
|
|
2 Big data in business management (Strumień)
|
|
4
|
O
|
PG_00045316
|
Decision analysis
|
K6_U10 K6_K02 K6_W06
|
D B
|
E
|
30
|
0
|
30
|
0
|
0
|
60
|
6
|
|
5
|
O
|
PG_00045372
|
Business process analysis and optimization
|
K6_K05 K6_U06 K6_W01
|
D B
|
Z
|
15
|
0
|
30
|
0
|
0
|
45
|
4
|
|
6
|
O
|
PG_00045371
|
Informatization strategies
|
K6_K01 K6_U03 K6_W02
|
D B
|
Z
|
15
|
0
|
15
|
0
|
0
|
30
|
3
|
|
7
|
O
|
PG_00053096
|
Business Data Analytics
|
K6_K05 K6_U01 K6_W08
|
D B
|
Z
|
15
|
0
|
30
|
0
|
0
|
45
|
4
|
|
8
|
O
|
PG_00053097
|
Enterprise Information Systems
|
K6_W09 K6_U08
|
D B
|
Z
|
15
|
0
|
30
|
0
|
0
|
45
|
5
|
|
suma:
|
120
|
30
|
195
|
15
|
0
|
360
|
30
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
SEMESTR 6
|
|
1 Inżynieria danych (Kierunek)
|
|
1
|
O
|
PG_00053008
|
Data quality assurance
|
K6_U02 K6_W16
|
D A
|
Z
|
15
|
0
|
0
|
15
|
0
|
30
|
3
|
|
2
|
O
|
PG_00053095
|
Cybersecurity of Enterprise Infrastructure
|
K6_U02 K6_W04
|
D A
|
E
|
30
|
0
|
30
|
0
|
0
|
60
|
3
|
|
2 Creating big data solutions (Strumień)
|
|
3
|
O
|
PG_00045387
|
Distributed processing
|
K6_U03 K6_U06 K6_W04
|
D B
|
Z
|
15
|
0
|
30
|
15
|
0
|
60
|
5
|
|
4
|
O
|
PG_00045325
|
Big Data processing frameworks
|
K6_U03 K6_U06 K6_W05 K6_W07
|
D B
|
E
|
15
|
0
|
30
|
15
|
0
|
60
|
5
|
|
5
|
O
|
PG_00045324
|
Applications of geographic information systems
|
K6_U03 K6_U06 K6_W03
|
D B
|
Z
|
18
|
0
|
15
|
12
|
0
|
45
|
3
|
|
6
|
O
|
PG_00045322
|
Large-scale enterprise applications
|
K6_U01 K6_U02 K6_W04 K6_W05
|
D B
|
E
|
30
|
0
|
30
|
0
|
0
|
60
|
5
|
|
7
|
O
|
PG_00045323
|
Computer networks - laboratories
|
K6_U02 K6_U06 K6_W02
|
D B
|
Z
|
0
|
0
|
15
|
0
|
0
|
15
|
2
|
|
8
|
O
|
PG_00045314
|
Diploma thesis 1
|
K6_K01 K6_K03 K6_U02 K6_U13 K6_W15
|
D A
|
Z
|
0
|
0
|
0
|
15
|
0
|
15
|
4
|
|
suma:
|
123
|
0
|
150
|
72
|
0
|
345
|
30
|
|
2 Big data in business management (Strumień)
|
|
3
|
O
|
PG_00045374
|
E-marketing and trend analysis
|
K6_W11 K6_U09 K6_K01
|
D B
|
E
|
30
|
0
|
30
|
0
|
0
|
60
|
5
|
|
4
|
O
|
PG_00053098
|
Digital Business
|
K6_W09 K6_K02 K6_U13
|
D B
|
Z
|
30
|
0
|
30
|
0
|
0
|
60
|
5
|
|
5
|
O
|
PG_00053099
|
IT Project Management
|
K6_W11 K6_K03 K6_U02
|
D B
|
Z
|
15
|
0
|
30
|
0
|
0
|
45
|
5
|
|
6
|
O
|
PG_00053100
|
Business Data Semantics and Representation
|
K6_U11 K6_K03 K6_W03
|
D B
|
E
|
30
|
0
|
30
|
0
|
0
|
60
|
5
|
|
7
|
O
|
PG_00045314
|
Diploma thesis 1
|
K6_K01 K6_K03 K6_U02 K6_U13 K6_W15
|
D A
|
Z
|
0
|
0
|
0
|
15
|
0
|
15
|
4
|
|
suma:
|
150
|
0
|
150
|
30
|
0
|
330
|
30
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
SEMESTR 7
|
|
1 Inżynieria danych (Kierunek)
|
|
1
|
O
|
PG_00045367
|
Intellectual property protection
|
K6_U10 K6_K02 K6_W15
|
C A
|
Z
|
0
|
15
|
0
|
0
|
0
|
15
|
2
|
|
2 Creating big data solutions (Strumień)
|
|
3 Intelligent data processing (Profil)
|
|
2
|
O
|
PG_00045381
|
Database management systems
|
K6_U06 K6_W07
|
D B
|
E
|
15
|
0
|
15
|
0
|
0
|
30
|
4
|
|
3
|
O
|
PG_00045380
|
Advanced data mining
|
K6_U01 K6_W07 K6_W08
|
D B
|
Z
|
0
|
0
|
30
|
0
|
0
|
30
|
4
|
|
4
|
O
|
PG_00045382
|
Big Data analysis
|
K6_U03 K6_U06 K6_W07
|
D B
|
Z
|
0
|
0
|
30
|
0
|
0
|
30
|
4
|
|
5
|
O
|
PG_00053025
|
Deep neural networks for data analysis
|
K6_U03 K6_W01 K6_W08
|
D B
|
E
|
15
|
0
|
0
|
30
|
0
|
45
|
4
|
|
6
|
O
|
PG_00045315
|
Diploma thesis 2
|
K6_K01 K6_K03 K6_U02 K6_U13 K6_W15
|
D A
|
Z
|
0
|
0
|
0
|
45
|
0
|
45
|
10
|
|
7
|
O
|
PG_00045368
|
Diploma seminar
|
K6_K01 K6_K03 K6_U02 K6_U13 K6_W15
|
D A
|
Z
|
0
|
0
|
0
|
30
|
0
|
30
|
2
|
|
8
|
O
|
PG_00045273
|
Internship
|
K6_U08 K6_U11 K6_K01 K6_K03 K6_U03
|
D A
|
Z
|
0
|
0
|
0
|
0
|
0
|
0
|
2
|
|
suma:
|
30
|
15
|
75
|
105
|
0
|
225
|
32
|
|
3 Data exploration in management (Profil)
|
|
2
|
O
|
PG_00045378
|
Market analysis
|
K6_W14 K6_U09
|
D B
|
Z
|
0
|
0
|
30
|
0
|
0
|
30
|
4
|
|
3
|
O
|
PG_00045376
|
Applications of AI methods in enterprise
|
K6_K03 K6_U01 K6_W06
|
D B
|
E
|
15
|
0
|
30
|
0
|
0
|
45
|
4
|
|
4
|
O
|
PG_00045379
|
Investment strategies
|
K6_W11 K6_U12
|
D B
|
Z
|
0
|
0
|
30
|
0
|
0
|
30
|
4
|
|
5
|
O
|
PG_00045377
|
Interactive visualisation
|
K6_K04 K6_U13 K6_W08
|
D B
|
Z
|
0
|
0
|
30
|
0
|
0
|
30
|
4
|
|
6
|
O
|
PG_00045315
|
Diploma thesis 2
|
K6_K01 K6_K03 K6_U02 K6_U13 K6_W15
|
D A
|
Z
|
0
|
0
|
0
|
45
|
0
|
45
|
10
|
|
7
|
O
|
PG_00045368
|
Diploma seminar
|
K6_K01 K6_K03 K6_U02 K6_U13 K6_W15
|
D A
|
Z
|
0
|
0
|
0
|
30
|
0
|
30
|
2
|
|
8
|
O
|
PG_00045273
|
Internship
|
K6_U08 K6_U11 K6_K01 K6_K03 K6_U03
|
D A
|
Z
|
0
|
0
|
0
|
0
|
0
|
0
|
2
|
|
suma:
|
15
|
15
|
120
|
75
|
0
|
225
|
32
|
|
2 Big data in business management (Strumień)
|
|
3 Data exploration in management (Profil)
|
|
2
|
O
|
PG_00045378
|
Market analysis
|
K6_W14 K6_U09
|
D B
|
Z
|
0
|
0
|
30
|
0
|
0
|
30
|
4
|
|
3
|
O
|
PG_00045376
|
Applications of AI methods in enterprise
|
K6_K03 K6_U01 K6_W06
|
D B
|
E
|
15
|
0
|
30
|
0
|
0
|
45
|
4
|
|
4
|
O
|
PG_00045379
|
Investment strategies
|
K6_W11 K6_U12
|
D B
|
Z
|
0
|
0
|
30
|
0
|
0
|
30
|
4
|
|
5
|
O
|
PG_00045377
|
Interactive visualisation
|
K6_K04 K6_U13 K6_W08
|
D B
|
Z
|
0
|
0
|
30
|
0
|
0
|
30
|
4
|
|
6
|
O
|
PG_00045315
|
Diploma thesis 2
|
K6_K01 K6_K03 K6_U02 K6_U13 K6_W15
|
D A
|
Z
|
0
|
0
|
0
|
45
|
0
|
45
|
10
|
|
7
|
O
|
PG_00045368
|
Diploma seminar
|
K6_K01 K6_K03 K6_U02 K6_U13 K6_W15
|
D A
|
Z
|
0
|
0
|
0
|
30
|
0
|
30
|
2
|
|
8
|
O
|
PG_00045273
|
Internship
|
K6_U08 K6_U11 K6_K01 K6_K03 K6_U03
|
D A
|
Z
|
0
|
0
|
0
|
0
|
0
|
0
|
2
|
|
suma:
|
15
|
15
|
120
|
75
|
0
|
225
|
32
|
|
3 Intelligent data processing (Profil)
|
|
2
|
O
|
PG_00045381
|
Database management systems
|
K6_U06 K6_W07
|
D B
|
E
|
15
|
0
|
15
|
0
|
0
|
30
|
4
|
|
3
|
O
|
PG_00045380
|
Advanced data mining
|
K6_U01 K6_W07 K6_W08
|
D B
|
Z
|
0
|
0
|
30
|
0
|
0
|
30
|
4
|
|
4
|
O
|
PG_00045382
|
Big Data analysis
|
K6_U03 K6_U06 K6_W07
|
D B
|
Z
|
0
|
0
|
30
|
0
|
0
|
30
|
4
|
|
5
|
O
|
PG_00053025
|
Deep neural networks for data analysis
|
K6_U03 K6_W01 K6_W08
|
D B
|
E
|
15
|
0
|
0
|
30
|
0
|
45
|
4
|
|
6
|
O
|
PG_00045315
|
Diploma thesis 2
|
K6_K01 K6_K03 K6_U02 K6_U13 K6_W15
|
D A
|
Z
|
0
|
0
|
0
|
45
|
0
|
45
|
10
|
|
7
|
O
|
PG_00045368
|
Diploma seminar
|
K6_K01 K6_K03 K6_U02 K6_U13 K6_W15
|
D A
|
Z
|
0
|
0
|
0
|
30
|
0
|
30
|
2
|
|
8
|
O
|
PG_00045273
|
Internship
|
K6_U08 K6_U11 K6_K01 K6_K03 K6_U03
|
D A
|
Z
|
0
|
0
|
0
|
0
|
0
|
0
|
2
|
|
suma:
|
30
|
15
|
75
|
105
|
0
|
225
|
32
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
ŁĄCZNIE
|
|
|
|
|
|
|
|
|
PRAKTYKI
|
|
|
|
|
|
|
|
|
|
|
|
Kurs
|
|
Intelligent data processing (Profil)
|
SUMA GODZIN
|
2547
|
SUMA ECTS
|
212
|
|
|
Data exploration in management (Profil)
|
SUMA GODZIN
|
2547
|
SUMA ECTS
|
212
|
|
|
Data exploration in management (Profil)
|
SUMA GODZIN
|
2547
|
SUMA ECTS
|
212
|
|
|
Intelligent data processing (Profil)
|
SUMA GODZIN
|
2547
|
SUMA ECTS
|
212
|
|
|
|
|
|
objaśnienia:
|
|
|
|
O - przedmiot obowiązkowy do zaliczenia danego roku studiów
|
|
F - przedmiot fakultatywny (do wyboru)
|
|
w - wykład
|
|
ć - ćwiczenia
|
|
l - laboratorium
|
|
p - projekt
|
|
s - seminarium
|
|
*kod nadawany przez system "Programy kształcenia"
|
|
**grupy zajęć zgodne z załącznikiem nr 1 do niniejszego zarządzenia (w sprawie zasad tworzenia oraz likwidacji kierunków studiów wyższych na Politechnice Gdańskiej)
|
9